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A survey of deep meta-learning
2021 Artificial Intelligence Review article Computer Science Domain Adaptation and Few-Shot Learning Open access

377

citations
Deep multiagent reinforcement learning: challenges and directions
2022 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

Annie Wong, Thomas Bäck, Anna V. Kononova, Aske Plaat

195

citations
Automated machine learning: past, present and future
2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

Mitra Baratchi, Can Wang, Steffen Limmer, Jan N. van Rijn, Holger H. Hoos, Thomas Bäck, +1 more

146

citations
High-accuracy model-based reinforcement learning, a survey
2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

Aske Plaat, Walter A. Kosters, Mike Preuß

46

citations
Disentangling causality: assumptions in causal discovery and inference
2023 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Ninoslav Malekovic, Thomas Bäck, Anna V. Kononova

25

citations
Data mining-based firefly algorithm for green vehicle routing problem with heterogeneous fleet and refueling constraint
2022 Artificial Intelligence Review book-chapter Engineering Vehicle Routing Optimization Methods

Javad Behnamian, M. Ghadimi, Mina Farajiamiri

11

citations
A systematic review of bias detection methods for non-English word embeddings and language models
2025 Artificial Intelligence Review review Social Sciences Ethics and Social Impacts of AI Open access

Alexandre Puttick, Catherine Ikae, Carlotta Rigotti, Eduard Fosch‐Villaronga, Mark W. Kharas, Roger A. Søraa, +1 more

3

citations
Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation
2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access

Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein

1

citations
A survey of graphical models for decision-making: integrating causality and game theory
2026 Artificial Intelligence Review article Computer Science Bayesian Modeling and Causal Inference Open access

Maarten Vonk, Mauricio Gonzalez-Soto, Anna V. Kononova

0

citations
A survey of deep learning in image processing: developments, applications and challenges
2026 Artificial Intelligence Review article Computer Science Advanced Neural Network Applications Open access

Zhan Xiong, Xiaoqin Tang, Fons Verbeek

0

citations

10 results